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Improving Word Translation via Two-Stage Contrastive Learning ...
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Plan-then-Generate: Controlled Data-to-Text Generation via Planning ...
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Prix-LM: Pretraining for Multilingual Knowledge Base Construction ...
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Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ...
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MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models ...
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Visually Grounded Reasoning across Languages and Cultures ...
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Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders ...
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Measurement of $W^{\pm}$-boson and $Z$-boson production cross-sections in $pp$ collisions at $\sqrt{s}=2.76$ TeV with the ATLAS detector
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A framework for streamlined statistical prediction using topic models ...
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Fraud detection in telephone conversations for financial services using linguistic features ...
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Which Other Race Effect?: Cross linguistic and Cross modal Asymmetries in Perceptual Narrowing ...
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A Pragmatic Guide to Geoparsing Evaluation ...
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Abstract:
Empirical methods in geoparsing have thus far lacked a standard evaluation framework describing the task, metrics and data used to compare state-of-the-art systems. Evaluation is further made inconsistent, even unrepresentative of real-world usage by the lack of distinction between the different types of toponyms, which necessitates new guidelines, a consolidation of metrics and a detailed toponym taxonomy with implications for Named Entity Recognition (NER) and beyond. To address these deficiencies, our manuscript introduces a new framework in three parts. Part 1) Task Definition: clarified via corpus linguistic analysis proposing a fine-grained Pragmatic Taxonomy of Toponyms. Part 2) Metrics: discussed and reviewed for a rigorous evaluation including recommendations for NER/Geoparsing practitioners. Part 3) Evaluation Data: shared via a new dataset called GeoWebNews to provide test/train examples and enable immediate use of our contributions. In addition to fine-grained Geotagging and Toponym Resolution ... : Accepted at Language Resources and Evaluation (Springer Journal) ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/1810.12368 https://dx.doi.org/10.48550/arxiv.1810.12368
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Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces ...
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Factors affecting the motivation of EFL instructors living in South Korea to learn Korean
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Research data supporting "Vancouver Welcomes You! Minimalist Location Metonymy Resolution" ...
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Learning Rare Word Representations using Semantic Bridging ...
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Observation of $B^0_s\to\bar{D}^0 K^0_S$ and evidence for $B^0_s\to\bar{D}^{*0} K^0_S$ decays
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Translation of Book I of the "Chronicle of the Notable and Royal University of the City of Mexico and New Spain", with critical notes ...
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